Monthly card-based spend, transactions and basket size
Advan Research’s SpendView dataset tracks de-identified consumer card transactions across the United States, scaled to approximate total consumer-card volume.
Share of total spend by channel.
| Channel | Spend | Transactions | Avg ticket |
|---|
| City | Spend | Transactions | Avg ticket |
|---|
Apple Inc. is a global technology company headquartered in Cupertino, California, specializing in consumer electronics, software, and digital services. The company generates revenue through multiple channels: direct-to-consumer sales via Apple Stores and apple.com, wholesale relationships with authorized resellers and wireless carriers, and a growing services portfolio including AppleCare, subscriptions, and digital content. Apple's product portfolio encompasses smartphones (iPhone), personal computers (Mac), tablets (iPad), wearables (Apple Watch, AirPods), and accessories, with the iPhone consistently representing the largest portion of hardware revenue. The company maintains a carefully curated retail presence with approximately 500 Apple Stores worldwide as of 2021, complemented by an increasingly significant online channel.
The 2019–2021 period captures a critical inflection point in Apple's consumer spending patterns. This window spans the maturation of iPhone 11 through the introduction of 5G-enabled iPhone 12 models in late 2020, a major innovation cycle driving hardware refresh cycles among existing users. Simultaneously, the period reflects Apple's strategic expansion of services revenue and the rising contribution of online commerce, particularly accelerated by pandemic-driven digital adoption in 2020–2021. Card-based spend data from this era reveals how premium-priced product categories — dominated by iPhones and Macs — combined with a growing accessories and services ecosystem to shape consumer purchase patterns across both retail and digital channels.